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Home/Authors/Zhenxin Ai

Zhenxin Ai

1 indexed paper

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26

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Crypto×1AI×1

Frequent co-authors

Haiyun He1×

Research Timeline

2026
PASA: A Principled Embedding-Space Watermarking Approach for LLM-Generated Text under Semantic-Invariant Attacks

PASA introduces a robust, semantic-level watermarking technique that embeds and detects watermarks in the latent embedding space, successfully resisting semantic-invariant attacks like paraphrasing.

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Papers

cs.CRcs.AIRecentMay 9, 2026

PASA: A Principled Embedding-Space Watermarking Approach for LLM-Generated Text under Semantic-Invariant Attacks

Zhenxin Ai, Haiyun He

PASA introduces a robust, semantic-level watermarking technique that embeds and detects watermarks in the latent embedding space, successfully resisting semantic-invariant attacks like paraphrasing.

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